FMD Soluções Inteligentes

Solutions

Engineering that transforms businesses through technology.

Artificial Intelligence

Machine Learning, Deep Learning, NLP, Computer Vision, GenAI, AI Agents and Multi-Agent Systems. Research and development in applied artificial intelligence.

Problem

Generic AI models don't solve specific business problems. Without proprietary data, proper architecture and ML engineering, AI doesn't deliver real value.

Approach

We design complete AI pipelines: ingestion, feature engineering, training, validation, deployment and monitoring. Production models that learn and evolve with your data.

Technologies
PythonPyTorchTensorFlowHugging FaceLangChainOpenAIAnthropicNVIDIA NemotronQdrantMilvusMLflow
Results
95%+ accuracy on proprietary modelsOperational cost reductionComplex decision automation

Software Engineering

Clean architecture, microservices, REST APIs, scalable systems and complete SaaS platforms. Enterprise standards and engineering best practices.

Problem

Legacy systems accumulate technical debt. Fragile architectures block growth. Every new feature is slower and more expensive than the last.

Approach

We design architectures from scratch — or restructure existing systems — with Clean Architecture, DDD, Event-Driven Design and microservices. Every technical decision is a business decision.

Technologies
TypeScriptPythonGoRustNode.jsNext.jsReactPostgreSQLRedisKafkaDockerKubernetes
Results
Systems that scale without rewritesContinuous deploy without fearZero technical debt from day one

Data Engineering

Data engineering, ETL/ELT, Data Warehouse, Data Lake, data pipelines and observability. Turning data into decisions.

Problem

Raw data generates no value. Without robust pipelines, quality and governance, companies make decisions based on incomplete or incorrect information.

Approach

We build enterprise data pipelines with quality from the source. Ingestion, transformation, storage and delivery — all auditable, scalable and observable.

Technologies
PythonDuckDBBigQuerydbtAirflowSparkKafkaParquetDelta LakeData Lakehouse
Results
Trusted data in productionSelf-healing pipelinesReal-time analyticsControlled cost

Business Automation

Business process automation, intelligent RPA, workflow orchestration and system integration. Operational efficiency at scale.

Problem

Manual processes consume time, generate errors and limit growth. Teams drowning in repetitive tasks can't focus on what really matters.

Approach

We design intelligent workflows that integrate systems, automate decisions and free teams for high-value activities. AI-powered RPA, orchestration and monitoring.

Technologies
Pythonn8nTemporalDockerREST APIsWebhooksLLMsRPA
Results
80% less manual tasksZero process errorsImmediate scalabilityMeasurable ROI in weeks